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Add server ready check before starting evaluation #11731

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@athitten athitten commented Jan 1, 2025

What does this PR do ?

Adds method wait_for_server_ready to evaluation/base.py that waits for the PyTriton server to be ready and the specific model (with name defined in model_name arg) to be loaded and ready before starting evaluation.

Adds bool generation_logits_available to triton_infer_fn since check via if "output_generation_logits" in inputs is not robust in cases where output_generation_logits is popped from inputs dict in the previous line.

Collection: [Note which collection this PR will affect]

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# Add a code snippet demonstrating how to use this 

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Additional Information

  • Related to # (issue)

Uses bool generation_logits_available as inputs dict does not contain it

Signed-off-by: Abhishree <[email protected]>
Signed-off-by: Abhishree <[email protected]>
@@ -329,7 +329,6 @@ def deploy(
triton_http_port: int = 8000,
triton_grpc_port: int = 8001,
triton_http_address: str = "0.0.0.0",
triton_request_timeout: int = 60,
triton_model_repository: Path = None,
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triton_request_timeout unused hence removed.

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github-actions bot commented Jan 1, 2025

beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.


Your code was analyzed with PyLint. The following annotations have been identified:

************* Module nemo.collections.llm.api
nemo/collections/llm/api.py:440:0: C0301: Line too long (130/119) (line-too-long)
nemo/collections/llm/api.py:568:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/llm/api.py:15:0: W0611: Unused import os (unused-import)

-----------------------------------
Your code has been rated at 9.96/10

Mitigation guide:

  • Add sensible and useful docstrings to functions and methods
  • For trivial methods like getter/setters, consider adding # pylint: disable=C0116 inside the function itself
  • To disable multiple functions/methods at once, put a # pylint: disable=C0116 before the first and a # pylint: enable=C0116 after the last.

By applying these rules, we reduce the occurance of this message in future.

Thank you for improving NeMo's documentation!

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